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Optimisation des modèles / Recherche d'architecture neuronale automatique (NAS)
Recherche automatique d'architectures neurales optimales (NAS) et compression des modèles par élagage, quantification et distillation du savoir.
Classement
100 modèles au total
Benchmarks
ImageNet
CIFAR-100
ImageNet-1k
CIFAR-10
PIQA
BoolQ
HellaSwag
MMLU
GSM8K
ARC-e
WinoGrande
ARC-c
GQA
CIFAR100
TextVQA
MMMU
RTE
CIFAR10
POPE
ScienceQA
Vizwiz
MMB
OBQA
OCRBench
MNIST
AI2D
SQA
SST-2
Arc-Easy
WSC
MMBench
SEED
COPA
SVHN
Tiny-ImageNet
ChartQA
HumanEval
MATH
VQAv2
CSQA
OpenBookQA
WG
EuroSAT
MMStar
MathQA
DocVQA
Arc-Challenge
ImageNet1k
DTD
RESISC45
SUN397
MNLI
MRPC
ModelNet40
HeSw
Race-h
MMB^CN
sst2
ScienceQA-IMG
TinyImageNet
WIC
CB
MM-Vet
QNLI
SVAMP
Tiny ImageNet
VTAB-1K
ImageNet-100
MME
Cars
HS
MBPP
VQA^Text
CIFAR10-DVS
MMB-CN
VQA^V2
ARC challenge
ARC_e
HSwag
ImageNette
LongBench
ScanObjectNN
ARC_c
CMMLU
ImageWoof
SQA^I
ARC easy
BBH
CUB-200-2011
IMDB
Pets
SEED-Bench
Flowers
GTSRB
Ruler
SiQA
six downstream tasks
WNLI
A-OKVQA
Caltech101
CIFAR-100-LT
M2S-GL
QQP
RealWorldQA
RWQA
S2S-CN
S2S-EU
SciQ
ShapeNet55
FGVC-Aircraft
HallusionBench
StrategyQA
ASDiv
CoLA
CommonsenseQA
CoQA
GLUE
MathVista
MAWPS
OmniObject3D
BLINK
Celeb-DF
DVS-Gesture
FF++
FMNIST
LiveCodeBench
MMLU-Pro
MMLU-STEM
MMMU-Pro
MR
MultiRC
SEED2+
STL-10
ARC
CL
DVS-CIFAR10
Fashion-MNIST
Food101
ImageNet - ResNet 50 - 90% sparsity
Feather
InfoVQA
MATH-500
NAS-Bench-201
OCRVQA
SEED-IMG
Sen12Flood
TDIUC
VideoMME
BigMath level 4
BigMath level 5
C3
Camelyon
Clevr-Count
Clevr-Dist
DMLAB
dSpr-Loc
dSpr-Ori
FashionMNIST
fMoW
HumanEval+
ImageNet-A
ImageNet-LT
KITTI-Dist
LRA Image
MATH 500
MMB-EN
MQAR
NATS-Bench Topology, CIFAR-10
NATS-Bench Topology, CIFAR-100
NATS-Bench Topology, ImageNet16-120
OK-VQA
OlympiadBench
Pubmed
ReCoRD
RefCOCO
RESISC-45
Retinopathy
SAT
sNORB-Azim
SQuAD
superGPQA
TabMWP
TREC
TREC-6
ARC-challenging
BLiMP
Cal. Wildfires
CHID
Citeseer
CMNLI
Cora
ImageNet-R
ImageNet-V2
ImageNet16-120
Kinetics-400
LAMBADA
SNLI
Wino
Aircraft
Amazon Polarity
CelebA
Chaoyang
CIFAR-10 WRN-28-10 - 200 Epochs
Adam (eps-adjusted)
CIFAR-100 WRN-28-10 - 200 Epochs
AvaGrad
FinanceQA
Flower102
Flowers 102
Flowers102
ImageNet-C
ImageNet-Sketch
LAMA
LeetCode
LexGLUE
MATH500
MedMCQA
MMVet
Photo
R52
R8
Race-M
RefCOCO+
RefCOCOg
SEEDBench
sNORB-Ele
TruthfulQA
unknown
VizWiz-VQA
WinoG
XNLI
AIME24
Ape-clean
CLIPBenchmark
Flickr30k
GPQA
GPQA Diamond
GPQA-Diamond
IFEval
ImageNet-200
InfiniteBench
IS
LogiQA
Math23k
OfficeHome
Oxford Flowers-102
Oxford-IIIT-Pets
RACE
SEEDB
SQA-IMG
STL10
VQA^T
Amazon Counterfactual
Amazon Reviews
arXiv
Banking77
Belebele
Birdsnap
CIFAR - 2 × 5
CIFAR-10 ResNet-18 - 200 Epochs
SGD - cosine LR schedule
CIFAR-26-45
CIFAR-50-74
CIFAR100-C
Comp.
covertype
CS
Emotion
GSM8K-CoT
HELMET
ImageNet-Woof
Ionosphere
LongVideoBench
Massive Intent
Massive Scenario
MedQA
MMB^dev
MMLU-Flan-Cot-Fewshot
MMMU^test
MMMU^val
MSRVTT
MSVD
MSVD-QA
MTOPDomain
MTOPIIntent
NAS-Bench-101
nids
Oxford-IIIT Pets
PACS
Phys.
songs
SST
Stanford Cars
Tiny-Inet
TinyImageNet-LT
Toxic Conversations
Tweet Sentiment Extraction
UCM
urls
Vision-Language Tasks
VisWiz
VLCS
Waterbirds-100
WinoG.
WNGD
ActivityNet-QA
AG News
AGIEval
AI2Diagram
AIME 2024-2025
AIME25
ALFRED
AOKVQA
ARC challenged
AVMNIST
BB-sub
BiasedMNIST
BIG-bench
BigBench
CIFAR-10-LT
CLEVR-C
COCO
COCO
CoinFlip
COMPAS
D&D
EgoSchema
GPQA-D
Hallusion
HMDB51
IEdit
ImageIDC
ImageNet ReaL
ImageNet-10
ImageNet-16-120
IMDB-B
InfographicVQA
Iris
JUNYI
Kuzushiji-MNIST
LAM
LAMBADA-OpenAI
LCC
LongBench-e
MLVU
MMAU
MMCoQA
MMLU PRO
MMMU^V
MSRVT-QA
MultiPL-E
MUTAG
MVBench
NLU
OI
OKVQA
PAWS-X
PMC-VQA
PROTEINS
PTADisc
PTC-MR
Repobench-P
SciQA-IMG
SEED-Bench (Image)
SEED-I
SLT-10
Something-Something V2
SQA^{IMG}
SQL
ST
STD
Story
T-VQA
TGIF
TN
top quark tagging
TransNAS-Bench-101
TransNAS-Bench-101-Micro
TriviaQA
ViGGO
VQA V2
VQA^{Text}
WC-VQA
WebSRC
XCOPA
XStoryCloze
Yelp
20News
3D voxel domain
ActivityNet
AFHQ
AIME 2024
AIME-120
AIME2024
AMC
AMC-23
ANLI1
ArcC
ArcE
Bank Notes
Breast-Cancer
Caltech-101
CIFAR
CINIC
CK
CM
CMExam
CoauthorCS
CoauthorPhy
COCO-2017
Compressed Meta (2025)
Computer
Corrupted-CIFAR10
CQA
CSQA Tasks
DomainNet
DriveLM
DROP
ELEC2
EPIC-KITCHENS-100
ESC-50
ESNLI
Fashion MNIST
FICO
FiQA-SA
Flowers-102
Food-101
GPQA-Diamond-MC
GSM8K-PLUS
HAM
Hella Swag
HellaS.
House-16H
HTRU2
IL
ImageNet-22k
ImageNet-Nette
ImageNet-S
ImageNet100
INAT-19
LLaVA^W
LRA
LSUN-Bedrooms
MIT-Indoor67
MM B
MM MU
MMB^{CN}
MME-RW
MMLongBench-Doc
ModelNet
Multi-Color MNIST
N-MNIST
NABirds
Needle-in-a-Haystack
NExT-QA
Objaverse
ObjectNet
OCRB
Ogbn-arxiv
Ogbn-products
Omnibench
Open-BookQA
Oxford Flowers
OxfordPets
Permuted MNIST
Pima Indians
Pima-Diabetes
PL
PM
PneumoniaMNIST
PoL
Polychromatic Meta (2025)
PRE
QASPER
Qualcomm 580 ISP
RULER-4K
SciQA
SciTail
Seeds
Sentiment140
Sequential MNIST
ShapeNet
SingleEq
sMNIST
Spambase
SQA^IMG
SST-5
Stable Diffusion 3
Stanford Dogs
StanfordCars
Subj
Synthetic ISP
UCF101
UniFood
Union
Video-MME
Visual HayStack
VQA^{V2}
VQA^2
VSIBench
Wino Grande
Yelp Review
20-Newsgroups
20NG
Academic Papers
Adult
AIME
Amazon Photos
AmazonPolarity
AMC23
AQUA-RAT
ARC(Easy)
AudioMNIST
AV-MNIST
babyLM
BankMarketing
BBC
BBH-test
BERT
C-Eval
C10.1
C10.2
Cats and Dogs
CBT
CC3M
CESM
CIFAR10-C
CINIC10
cityscapes
CNN
Copying memory
CREMA-D
DNACorpus
Dolly
DriveLMM-o1
ego4d
EgoGesture
EgoPlan
Enwik9
FLUX.1 - dev
gauss
Gender Pronoun Resolution (GP)
GSM8K Chat
Heart Disease
Hella.
IllusionVQA
Image
ImageFruit
ImageMeow
ImageNet 1K
ImageNet-B
ImageNet-D
ImageNet-E
ImageNet-Subset
ImageNetV2
ImageSquawk
ImageYellow
Imbalanced CIFAR-100
in-house dataset
Indirect Object Identification (IOI)
industry status monitoring dataset
Instruct HumanEval
IOI
KBQA
Law
LEDGAR
LJSpeech
LLaVA-B
Loan Defaulter
Long-Range Arena
LSUN-Churches
m-brick-kiln
m-eurosat
m-so2sat
MagnifierBench
Mathematicas
Medical
MHEALTH
Mini Speech Commands
mLAMA
MM-Bench
MMB_CN
MMBench-CN
MMLU Chat
MMMU Val
MMT-Bench
Movie Plots
MRCR
MSRVTT-QA
Multi-Fashion
Multi-MNIST
multi-topic
MVoxCeleb
NATS-Bench Size, CIFAR-10
NATS-Bench Size, CIFAR-100
NATS-Bench Size, ImageNet16-120
News Articles
NExTQA
NTU RGB-D
NumGLUE
NUS
Oxford IIIT Pets
PAMAP2
PARAREL
PASCAL VOC 2012 trainaug
PATH
PATH-X
Places365 Standard
psMNIST
Reuters3
Reuters5
Rice
RSI-CB256
RSVQA-HRBEN
S-NI
sCIFAR (grayscale)
ScreenSpot
SeedBench (video)
SEEDImage
Self-inst
Shakespeare
Silesia
SoccerNet-Caption
Song Lyrics
STL
STS-B
TCGA-BRCA
TestImages
TextCaps
Tiny-ImageNet
Tiny-ImageNet-200
TinyImageNet-C
Unist
unseen tasks
UR-Funny
UVG
V* Bench
VC100
VCR
VGGSound
Vicuna
Video
VQA 2.0
VQAText
VT200
WG-M
WG-S
Wildfires
Wino.
XLSum English
xsum
YouCook2
YoutubeFace